Natural Language Inference on CB (Communication Time & Reduction)
5.43Total Communication Time (10^3 s)ELSA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ELSA2026.01 | 5.43 | -0.29 | |
| FedProx2026.01 | 5.72 | — | |
| RoFed2026.01 | 6.01 | — | |
| FedCAda2026.01 | 6.15 | — | |
| FedAvg2026.01 | 6.29 | — | |
| FedAMS2026.01 | 6.43 | — | |
| RaSA2026.01 | 6.58 | — | |
| FedAvg (Random)2026.01 | 7.15 | — | |
| Vanilla Model2026.01 | 18.02 | — |